DEVELOPMENT... OpenML
Run
178421

Run 178421

Task 7344 (Supervised Data Stream Classification) BNG(anneal.ORIG,10000,1) Uploaded 23-02-2015 by Jason
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Flow

moa.RandomHoeffdingTree(1)Moa implementation of RandomHoeffdingTree
moa.RandomHoeffdingTree(1)_bfalse
moa.RandomHoeffdingTree(1)_c1.0E-7
moa.RandomHoeffdingTree(1)_dNominalAttributeClassObserver
moa.RandomHoeffdingTree(1)_e1000000
moa.RandomHoeffdingTree(1)_g200
moa.RandomHoeffdingTree(1)_lNBAdaptive
moa.RandomHoeffdingTree(1)_m33554432
moa.RandomHoeffdingTree(1)_nGaussianNumericAttributeClassObserver
moa.RandomHoeffdingTree(1)_pfalse
moa.RandomHoeffdingTree(1)_q0
moa.RandomHoeffdingTree(1)_r1
moa.RandomHoeffdingTree(1)_sInfoGainSplitCriterion
moa.RandomHoeffdingTree(1)_t0.05
moa.RandomHoeffdingTree(1)_zfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.876
Per class
Confusion matrix
F measure
0.8038
Per class
Kappa
0.4831
KB relative information score
773832.5297
Mean absolute error
0.0848
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.8026
Per class
Predictive accuracy
0.8232
Prior entropy
2.585
Recall
0.8232
Per class
Relative absolute error
0.3054
Root mean prior squared error
0.3727
Root mean squared error
0.2084
Root relative squared error
0.5593